{
 "cells": [
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Pouch cell model"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In this notebook we compare the solutions of two reduced-order models of a lithium-ion pouch cell with the full solution obtained using COMSOL. This example is based on the results in [[6]](#References). The code used to produce the results in [[6]](#References) can be found [here](https://github.com/rtimms/asymptotic-pouch-cell).\n",
    "\n",
    "The full model is based on the Doyle-Fuller-Newman model [[2]](#References) and, in the interest of simplicity, considers a one-dimensional current collector (i.e. variation in one of the current collector dimensions is ignored), resulting in a 2D macroscopic model.\n",
    "\n",
    "The first of the reduced order models, which is applicable in the limit of large conductivity in the current collectors, solves a one-dimensional problem in the current collectors coupled to a one-dimensional DFN model describing the through-cell electrochemistry at each point. We refer to this as a 1+1D model, though since the DFN is already a pseudo-two-dimensional model, perhaps it is more properly a 1+1+1D model.\n",
    "\n",
    "The second reduced order model, which is applicable in the limit of very large conductivity in the current collectors, solves a single (averaged) one-dimensional DFN model for the through-cell behaviour and an uncoupled problem for the distribution of potential in the current collectors (from which the resistance and heat source can be calculated). We refer to this model as the DFNCC, where the \"CC\" indicates the additional (uncoupled) current collector problem.\n",
    "\n",
    "All of the model equations, and derivations of the reduced-order models, can be found in [[6]](#References)."
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Solving the reduced-order pouch cell models in PyBaMM"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We begin by importing PyBaMM along with the other packages required in this notebook"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n"
     ]
    }
   ],
   "source": [
    "%pip install \"pybamm[plot,cite]\" -q    # install PyBaMM if it is not installed\n",
    "import json\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import scipy.interpolate as interp\n",
    "\n",
    "import pybamm"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We then need to load up the appropriate models. For the DFNCC we require a 1D model of the current collectors and an average 1D DFN model for the through-cell electrochemistry. The 1+1D pouch cell model is built directly into PyBaMM and are accessed by passing the model option \"dimensionality\" which can be 1 or 2, corresponding to 1D or 2D current collectors. This option can be passed to any existing electrochemical model (e.g. [SPM](./SPM.ipynb), [SPMe](./SPMe.ipynb), [DFN](./DFN.ipynb)). Here we choose the DFN model. \n",
    "\n",
    "For both electrochemical models we choose an \"x-lumped\" thermal model, meaning we assume that the temperature is uniform in the through-cell direction $x$, but account for the variation in temperature in the transverse direction $z$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "cc_model = pybamm.current_collector.EffectiveResistance({\"dimensionality\": 1})\n",
    "dfn_av = pybamm.lithium_ion.DFN({\"thermal\": \"lumped\"}, name=\"Average DFN\")\n",
    "dfn = pybamm.lithium_ion.DFN(\n",
    "    {\"current collector\": \"potential pair\", \"dimensionality\": 1, \"thermal\": \"x-lumped\"},\n",
    "    name=\"1+1D DFN\",\n",
    ")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We then add the models to a dictionary for easy access later"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "models = {\"Current collector\": cc_model, \"Average DFN\": dfn_av, \"1+1D DFN\": dfn}"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Next we update the parameters to match those used in the COMSOL simulation. In particular, we set the current to correspond to a 3C discharge and assume uniform Newton cooling on all boundaries."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "param = dfn.default_parameter_values\n",
    "I_1C = param[\n",
    "    \"Nominal cell capacity [A.h]\"\n",
    "]  # 1C current is cell capacity multipled by 1 hour\n",
    "param.update(\n",
    "    {\n",
    "        \"Current function [A]\": I_1C * 3,\n",
    "        \"Negative particle diffusivity [m2.s-1]\": 3.9 * 10 ** (-14),\n",
    "        \"Positive particle diffusivity [m2.s-1]\": 10 ** (-13),\n",
    "        \"Negative current collector surface heat transfer coefficient [W.m-2.K-1]\": 10,\n",
    "        \"Positive current collector surface heat transfer coefficient [W.m-2.K-1]\": 10,\n",
    "        \"Negative tab heat transfer coefficient [W.m-2.K-1]\": 10,\n",
    "        \"Positive tab heat transfer coefficient [W.m-2.K-1]\": 10,\n",
    "        \"Edge heat transfer coefficient [W.m-2.K-1]\": 10,\n",
    "        \"Total heat transfer coefficient [W.m-2.K-1]\": 10,\n",
    "    },\n",
    "    check_already_exists=False,\n",
    ")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In this example we choose to discretise in space using 16 nodes per domain."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "npts = 16\n",
    "var_pts = {\n",
    "    \"x_n\": npts,\n",
    "    \"x_s\": npts,\n",
    "    \"x_p\": npts,\n",
    "    \"r_n\": npts,\n",
    "    \"r_p\": npts,\n",
    "    \"z\": npts,\n",
    "}"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Before solving the models we load the COMSOL data so that we can request the output at the times in the COMSOL solution"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Downloading file 'comsol_1plus1D_3C.json' from 'https://github.com/pybamm-team/pybamm-data/releases/download/v1.0.0/comsol_1plus1D_3C.json' to '/home/santa/.cache/pybamm'.\n"
     ]
    }
   ],
   "source": [
    "data_loader = pybamm.DataLoader()\n",
    "comsol_results_path = pybamm.get_parameters_filepath(\n",
    "    f\"{data_loader.get_data('comsol_1plus1D_3C.json')}\"\n",
    ")\n",
    "comsol_variables = json.load(open(comsol_results_path))"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Next we loop over the models, creating and solving a simulation for each."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "simulations = {}\n",
    "solutions = {}  # store solutions in a separate dict for easy access later\n",
    "for name, model in models.items():\n",
    "    sim = pybamm.Simulation(model, parameter_values=param, var_pts=var_pts)\n",
    "    simulations[name] = sim  # store simulation for later\n",
    "    if name == \"Current collector\":\n",
    "        # model is independent of time, so just solve arbitrarily at t=0 using\n",
    "        # the default algebraic solver\n",
    "        t_eval = np.array([0])\n",
    "        solutions[name] = sim.solve(t_eval=t_eval)\n",
    "    else:\n",
    "        # solve at COMSOL times using Casadi solver in \"fast\" mode\n",
    "        t_eval = np.array(comsol_variables[\"time\"])\n",
    "        solutions[name] = sim.solve(\n",
    "            solver=pybamm.CasadiSolver(mode=\"fast\"), t_eval=t_eval\n",
    "        )"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Creating the COMSOL model"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In this section we show how to create a PyBaMM \"model\" from the COMSOL solution. If you are just interested in seeing the comparison the skip ahead to the section \"Comparing the full and reduced-order models\".\n"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To create a PyBaMM model from the COMSOL data we must create a `pybamm.Function` object for each variable. We do this by interpolating in space to match the PyBaMM mesh and then creating a function to interpolate in time. The following cell defines the function that handles the creation of the `pybamm.Function` object."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# set up times\n",
    "comsol_t = np.array(comsol_variables[\"time\"])\n",
    "pybamm_t = comsol_t\n",
    "# set up space\n",
    "mesh = simulations[\"1+1D DFN\"].mesh\n",
    "L_z = param.evaluate(dfn.param.L_z)\n",
    "pybamm_z = mesh[\"current collector\"].nodes\n",
    "z_interp = pybamm_z\n",
    "\n",
    "\n",
    "def get_interp_fun_curr_coll(variable_name):\n",
    "    \"\"\"\n",
    "    Create a :class:`pybamm.Function` object using the variable (interpolate in space\n",
    "    to match nodes, and then create function to interpolate in time)\n",
    "    \"\"\"\n",
    "\n",
    "    comsol_z = np.array(comsol_variables[variable_name + \"_z\"])\n",
    "    variable = np.array(comsol_variables[variable_name])\n",
    "    variable = interp.interp1d(comsol_z, variable, axis=0, kind=\"linear\")(z_interp)\n",
    "\n",
    "    # Make sure to use dimensional time\n",
    "    fun = pybamm.Interpolant(\n",
    "        comsol_t, variable.T, pybamm.t, name=variable_name + \"_comsol\"\n",
    "    )\n",
    "    fun.domains = {\"primary\": \"current collector\"}\n",
    "    fun.mesh = mesh.combine_submeshes(\"current collector\")\n",
    "    fun.secondary_mesh = None\n",
    "\n",
    "    return fun"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We then pass the variables of interest to the interpolating function"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "comsol_voltage = pybamm.Interpolant(\n",
    "    comsol_t,\n",
    "    np.array(comsol_variables[\"voltage\"]),\n",
    "    pybamm.t,\n",
    "    name=\"voltage_comsol\",\n",
    ")\n",
    "comsol_phi_s_cn = get_interp_fun_curr_coll(\"phi_s_cn\")\n",
    "comsol_phi_s_cp = get_interp_fun_curr_coll(\"phi_s_cp\")\n",
    "comsol_current = get_interp_fun_curr_coll(\"current\")\n",
    "comsol_temperature = get_interp_fun_curr_coll(\"temperature\")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "and add them to a `pybamm.BaseModel` object"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "comsol_model = pybamm.BaseModel()\n",
    "comsol_model._geometry = pybamm.battery_geometry(options={\"dimensionality\": 1})\n",
    "comsol_model.variables = {\n",
    "    \"Voltage [V]\": comsol_voltage,\n",
    "    \"Negative current collector potential [V]\": comsol_phi_s_cn,\n",
    "    \"Positive current collector potential [V]\": comsol_phi_s_cp,\n",
    "    \"Current collector current density [A.m-2]\": comsol_current,\n",
    "    \"X-averaged cell temperature [K]\": comsol_temperature,\n",
    "    # Add spatial variables to match pybamm model\n",
    "    \"z [m]\": simulations[\"1+1D DFN\"].built_model.variables[\"z [m]\"],\n",
    "}"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We then add the solution object from the 1+1D model. This is just so that PyBaMM uses the same times behind the scenes when dealing with COMSOL model and the reduced-order models: the variables in `comsol_model.variables` are functions of time only that return the (interpolated in space) COMSOL solution."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "comsol_solution = pybamm.Solution(\n",
    "    solutions[\"1+1D DFN\"].t, solutions[\"1+1D DFN\"].y, comsol_model, {}\n",
    ")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Comparing the full and reduced-order models"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The DFNCC requires some post-processing to extract the solution variables. In particular, we need to pass the current and voltage from the average DFN model to the current collector model in order to compute the distribution of the potential in the current collectors and to account for the effect of the current collector resistance in the voltage. \n",
    "\n",
    "This process is automated by the method `post_process` which accepts the current collector solution object, the parameters and the voltage and current from the average DFN model. The results are stored in the dictionary `dfncc_vars`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "V_av = solutions[\"Average DFN\"][\"Voltage [V]\"]\n",
    "I_av = solutions[\"Average DFN\"][\"Total current density [A.m-2]\"]\n",
    "\n",
    "dfncc_vars = cc_model.post_process(solutions[\"Current collector\"], param, V_av, I_av)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Next we create a function to create some custom plots. For a given variable the plots will show: (a) the COMSOL results as a function of position in the current collector $z$ and time $t$; (b) a comparison of the full and reduced-order models and a sequence of times; (c) the time-averaged error between the full and reduced-order models as a function of space; and (d) the space-averaged error between the full and reduced-order models as a function of time."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "def plot(\n",
    "    t_plot,\n",
    "    z_plot,\n",
    "    t_slices,\n",
    "    var_name,\n",
    "    units,\n",
    "    comsol_var_fun,\n",
    "    dfn_var_fun,\n",
    "    dfncc_var_fun,\n",
    "    param,\n",
    "    cmap=\"viridis\",\n",
    "):\n",
    "    fig, ax = plt.subplots(2, 2, figsize=(13, 7))\n",
    "    fig.subplots_adjust(\n",
    "        left=0.15, bottom=0.1, right=0.95, top=0.95, wspace=0.4, hspace=0.8\n",
    "    )\n",
    "    # plot comsol var\n",
    "    comsol_var = comsol_var_fun(t=t_plot, z=z_plot)\n",
    "    comsol_var_plot = ax[0, 0].pcolormesh(\n",
    "        z_plot * 1e3, t_plot, np.transpose(comsol_var), shading=\"gouraud\", cmap=cmap\n",
    "    )\n",
    "    if \"cn\" in var_name:\n",
    "        format = \"%.0e\"\n",
    "    elif \"cp\" in var_name:\n",
    "        format = \"%.0e\"\n",
    "    else:\n",
    "        format = None\n",
    "    fig.colorbar(\n",
    "        comsol_var_plot,\n",
    "        ax=ax,\n",
    "        format=format,\n",
    "        location=\"top\",\n",
    "        shrink=0.42,\n",
    "        aspect=20,\n",
    "        anchor=(0.0, 0.0),\n",
    "    )\n",
    "\n",
    "    # plot slices\n",
    "    ccmap = plt.get_cmap(\"inferno\")\n",
    "    for ind, t in enumerate(t_slices):\n",
    "        color = ccmap(float(ind) / len(t_slices))\n",
    "        comsol_var_slice = comsol_var_fun(t=t, z=z_plot)\n",
    "        dfn_var_slice = dfn_var_fun(t=t, z=z_plot)\n",
    "        dfncc_var_slice = dfncc_var_fun(t=np.array([t]), z=z_plot)\n",
    "        ax[0, 1].plot(\n",
    "            z_plot * 1e3, comsol_var_slice, \"o\", fillstyle=\"none\", color=color\n",
    "        )\n",
    "        ax[0, 1].plot(\n",
    "            z_plot * 1e3,\n",
    "            dfn_var_slice,\n",
    "            \"-\",\n",
    "            color=color,\n",
    "            label=f\"{t_slices[ind]:.0f} s\",\n",
    "        )\n",
    "        ax[0, 1].plot(z_plot * 1e3, dfncc_var_slice, \":\", color=color)\n",
    "    # add dummy points for legend of styles\n",
    "    (comsol_p,) = ax[0, 1].plot(np.nan, np.nan, \"ko\", fillstyle=\"none\")\n",
    "    (pybamm_p,) = ax[0, 1].plot(np.nan, np.nan, \"k-\", fillstyle=\"none\")\n",
    "    (dfncc_p,) = ax[0, 1].plot(np.nan, np.nan, \"k:\", fillstyle=\"none\")\n",
    "\n",
    "    # compute errors\n",
    "    dfn_var = dfn_var_fun(t=t_plot, z=z_plot)\n",
    "    dfncc_var = dfncc_var_fun(t=t_plot, z=z_plot)\n",
    "    error = np.abs(comsol_var - dfn_var)\n",
    "    error_bar = np.abs(comsol_var - dfncc_var)\n",
    "\n",
    "    # plot time averaged error\n",
    "    ax[1, 0].plot(z_plot * 1e3, np.nanmean(error, axis=1), \"k-\", label=r\"$1+1$D\")\n",
    "    ax[1, 0].plot(z_plot * 1e3, np.nanmean(error_bar, axis=1), \"k:\", label=\"DFNCC\")\n",
    "\n",
    "    # plot z averaged error\n",
    "    ax[1, 1].plot(t_plot, np.nanmean(error, axis=0), \"k-\", label=r\"$1+1$D\")\n",
    "    ax[1, 1].plot(t_plot, np.nanmean(error_bar, axis=0), \"k:\", label=\"DFNCC\")\n",
    "\n",
    "    # set ticks\n",
    "    ax[0, 0].tick_params(which=\"both\")\n",
    "    ax[0, 1].tick_params(which=\"both\")\n",
    "    ax[1, 0].tick_params(which=\"both\")\n",
    "    if var_name in [\"$\\mathcal{I}^*$\"]:\n",
    "        ax[1, 0].set_yscale(\"log\")\n",
    "        ax[1, 0].set_yticks = [1e-5, 1e-4, 1e-3, 1e-2, 1e-1, 1e-2, 1e-1, 1]\n",
    "    else:\n",
    "        ax[1, 0].ticklabel_format(style=\"sci\", scilimits=(-2, 2), axis=\"y\")\n",
    "    ax[1, 1].tick_params(which=\"both\")\n",
    "    if var_name in [\"$\\phi^*_{\\mathrm{s,cn}}$\", \"$\\phi^*_{\\mathrm{s,cp}} - V^*$\"]:\n",
    "        ax[1, 0].ticklabel_format(style=\"sci\", scilimits=(-2, 2), axis=\"y\")\n",
    "    else:\n",
    "        ax[1, 1].set_yscale(\"log\")\n",
    "        ax[1, 1].set_yticks = [1e-5, 1e-4, 1e-3, 1e-2, 1e-1, 1e-2, 1e-1, 1]\n",
    "\n",
    "    # set labels\n",
    "    ax[0, 0].set_xlabel(r\"$z^*$ [mm]\")\n",
    "    ax[0, 0].set_ylabel(r\"$t^*$ [s]\")\n",
    "    ax[0, 0].set_title(rf\"{var_name} {units}\", y=1.5)\n",
    "    ax[0, 1].set_xlabel(r\"$z^*$ [mm]\")\n",
    "    ax[0, 1].set_ylabel(rf\"{var_name}\")\n",
    "    ax[1, 0].set_xlabel(r\"$z^*$ [mm]\")\n",
    "    ax[1, 0].set_ylabel(\"Time-averaged\" + \"\\n\" + rf\"absolute error {units}\")\n",
    "    ax[1, 1].set_xlabel(r\"$t^*$ [s]\")\n",
    "    ax[1, 1].set_ylabel(\"Space-averaged\" + \"\\n\" + rf\"absolute error {units}\")\n",
    "\n",
    "    ax[0, 0].text(-0.1, 1.6, \"(a)\", transform=ax[0, 0].transAxes)\n",
    "    ax[0, 1].text(-0.1, 1.6, \"(b)\", transform=ax[0, 1].transAxes)\n",
    "    ax[1, 0].text(-0.1, 1.2, \"(c)\", transform=ax[1, 0].transAxes)\n",
    "    ax[1, 1].text(-0.1, 1.2, \"(d)\", transform=ax[1, 1].transAxes)\n",
    "\n",
    "    leg1 = ax[0, 1].legend(\n",
    "        bbox_to_anchor=(0, 1.1, 1.0, 0.102),\n",
    "        loc=\"lower left\",\n",
    "        borderaxespad=0.0,\n",
    "        ncol=3,\n",
    "        mode=\"expand\",\n",
    "    )\n",
    "\n",
    "    ax[0, 1].legend(\n",
    "        [comsol_p, pybamm_p, dfncc_p],\n",
    "        [\"COMSOL\", r\"$1+1$D\", \"DFNCC\"],\n",
    "        bbox_to_anchor=(0, 1.5, 1.0, 0.102),\n",
    "        loc=\"lower left\",\n",
    "        borderaxespad=0.0,\n",
    "        ncol=3,\n",
    "        mode=\"expand\",\n",
    "    )\n",
    "    ax[0, 1].add_artist(leg1)\n",
    "\n",
    "    ax[1, 0].legend(\n",
    "        bbox_to_anchor=(0.0, 1.1, 1.0, 0.102),\n",
    "        loc=\"lower right\",\n",
    "        borderaxespad=0.0,\n",
    "        ncol=3,\n",
    "    )\n",
    "    ax[1, 1].legend(\n",
    "        bbox_to_anchor=(0.0, 1.1, 1.0, 0.102),\n",
    "        loc=\"lower right\",\n",
    "        borderaxespad=0.0,\n",
    "        ncol=3,\n",
    "    )"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We then set up the times and points in space to use in the plots "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "t_plot = comsol_t\n",
    "z_plot = z_interp\n",
    "t_slices = np.array([600, 1200, 1800, 2400, 3000]) / 3"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "and plot the negative current collector potential"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1300x700 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "var = \"Negative current collector potential [V]\"\n",
    "comsol_var_fun = comsol_solution[var]\n",
    "dfn_var_fun = solutions[\"1+1D DFN\"][var]\n",
    "\n",
    "dfncc_var_fun = dfncc_vars[var]\n",
    "plot(\n",
    "    t_plot,\n",
    "    z_plot,\n",
    "    t_slices,\n",
    "    \"$\\phi^*_{\\mathrm{s,cn}}$\",\n",
    "    \"[V]\",\n",
    "    comsol_var_fun,\n",
    "    dfn_var_fun,\n",
    "    dfncc_var_fun,\n",
    "    param,\n",
    "    cmap=\"cividis\",\n",
    ")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "the positive current collector potential with respect to voltage"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1300x700 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "var = \"Positive current collector potential [V]\"\n",
    "comsol_var = comsol_solution[var]\n",
    "V_comsol = comsol_solution[\"Voltage [V]\"]\n",
    "\n",
    "\n",
    "def comsol_var_fun(t, z):\n",
    "    return comsol_var(t=t, z=z) - V_comsol(t=t)\n",
    "\n",
    "\n",
    "dfn_var = solutions[\"1+1D DFN\"][var]\n",
    "V = solutions[\"1+1D DFN\"][\"Voltage [V]\"]\n",
    "\n",
    "\n",
    "def dfn_var_fun(t, z):\n",
    "    return dfn_var(t=t, z=z) - V(t=t)\n",
    "\n",
    "\n",
    "dfncc_var = dfncc_vars[var]\n",
    "V_dfncc = dfncc_vars[\"Voltage [V]\"]\n",
    "\n",
    "\n",
    "def dfncc_var_fun(t, z):\n",
    "    return dfncc_var(t=t, z=z) - V_dfncc(t)\n",
    "\n",
    "\n",
    "plot(\n",
    "    t_plot,\n",
    "    z_plot,\n",
    "    t_slices,\n",
    "    \"$\\phi^*_{\\mathrm{s,cp}} - V^*$\",\n",
    "    \"[V]\",\n",
    "    comsol_var_fun,\n",
    "    dfn_var_fun,\n",
    "    dfncc_var_fun,\n",
    "    param,\n",
    "    cmap=\"viridis\",\n",
    ")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "the through-cell current "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1300x700 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "var = \"Current collector current density [A.m-2]\"\n",
    "comsol_var_fun = comsol_solution[var]\n",
    "dfn_var_fun = solutions[\"1+1D DFN\"][var]\n",
    "\n",
    "I_av = solutions[\"Average DFN\"][var]\n",
    "\n",
    "\n",
    "def dfncc_var_fun(t, z):\n",
    "    \"In the DFNCC the current is just the average current\"\n",
    "    return np.transpose(np.repeat(I_av(t)[:, np.newaxis], len(z), axis=1))\n",
    "\n",
    "\n",
    "plot(\n",
    "    t_plot,\n",
    "    z_plot,\n",
    "    t_slices,\n",
    "    \"$\\mathcal{I}^*$\",\n",
    "    \"[A/m${}^2$]\",\n",
    "    comsol_var_fun,\n",
    "    dfn_var_fun,\n",
    "    dfncc_var_fun,\n",
    "    param,\n",
    "    cmap=\"plasma\",\n",
    ")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "and the temperature with respect to reference temperature"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1300x700 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "T_ref = param.evaluate(dfn.param.T_ref)\n",
    "var = \"X-averaged cell temperature [K]\"\n",
    "comsol_var = comsol_solution[var]\n",
    "\n",
    "\n",
    "def comsol_var_fun(t, z):\n",
    "    return comsol_var(t=t, z=z) - T_ref\n",
    "\n",
    "\n",
    "dfn_var = solutions[\"1+1D DFN\"][var]\n",
    "\n",
    "\n",
    "def dfn_var_fun(t, z):\n",
    "    return dfn_var(t=t, z=z) - T_ref\n",
    "\n",
    "\n",
    "T_av = solutions[\"Average DFN\"][var]\n",
    "\n",
    "\n",
    "def dfncc_var_fun(t, z):\n",
    "    \"In the DFNCC the temperature is just the average temperature\"\n",
    "    return np.transpose(np.repeat(T_av(t)[:, np.newaxis], len(z), axis=1)) - T_ref\n",
    "\n",
    "\n",
    "plot(\n",
    "    t_plot,\n",
    "    z_plot,\n",
    "    t_slices,\n",
    "    \"$\\\\bar{T}^* - \\\\bar{T}_0^*$\",\n",
    "    \"[K]\",\n",
    "    comsol_var_fun,\n",
    "    dfn_var_fun,\n",
    "    dfncc_var_fun,\n",
    "    param,\n",
    "    cmap=\"inferno\",\n",
    ")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We see that the electrical conductivity of the current collectors is sufficiently\n",
    "high that the potentials remain fairly uniform in space, and both the 1+1D DFN and DFNCC models are able to accurately capture the potential distribution in the current collectors.\n",
    "\n",
    "\n",
    "In the plot of the current we see that positioning both tabs at the top of the cell means that for most of the simulation the current preferentially travels through the upper part of the cell. Eventually, as the cell continues to discharge, this part becomes more (de)lithiated until the resultant local increase in through-cell resistance is sufficient for it to become preferential for the current to travel further along the current collectors and through the lower part of the cell. This behaviour is well captured by the 1+1D model. In the DFNCC formulation the through-cell current density is assumed uniform,\n",
    "so the greatest error is found at the ends of the current collectors where the current density deviates most from its average.\n",
    "\n",
    "For the parameters used in this example we find that the temperature exhibits a relatively weak variation along the length of the current collectors.  "
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## References\n",
    "\n",
    "The relevant papers for this notebook are:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1] Joel A. E. Andersson, Joris Gillis, Greg Horn, James B. Rawlings, and Moritz Diehl. CasADi – A software framework for nonlinear optimization and optimal control. Mathematical Programming Computation, 11(1):1–36, 2019. doi:10.1007/s12532-018-0139-4.\n",
      "[2] Marc Doyle, Thomas F. Fuller, and John Newman. Modeling of galvanostatic charge and discharge of the lithium/polymer/insertion cell. Journal of the Electrochemical society, 140(6):1526–1533, 1993. doi:10.1149/1.2221597.\n",
      "[3] Charles R. Harris, K. Jarrod Millman, Stéfan J. van der Walt, Ralf Gommers, Pauli Virtanen, David Cournapeau, Eric Wieser, Julian Taylor, Sebastian Berg, Nathaniel J. Smith, and others. Array programming with NumPy. Nature, 585(7825):357–362, 2020. doi:10.1038/s41586-020-2649-2.\n",
      "[4] Scott G. Marquis, Valentin Sulzer, Robert Timms, Colin P. Please, and S. Jon Chapman. An asymptotic derivation of a single particle model with electrolyte. Journal of The Electrochemical Society, 166(15):A3693–A3706, 2019. doi:10.1149/2.0341915jes.\n",
      "[5] Valentin Sulzer, Scott G. Marquis, Robert Timms, Martin Robinson, and S. Jon Chapman. Python Battery Mathematical Modelling (PyBaMM). Journal of Open Research Software, 9(1):14, 2021. doi:10.5334/jors.309.\n",
      "[6] Robert Timms, Scott G Marquis, Valentin Sulzer, Colin P. Please, and S Jonathan Chapman. Asymptotic Reduction of a Lithium-ion Pouch Cell Model. SIAM Journal on Applied Mathematics, 81(3):765–788, 2021. doi:10.1137/20M1336898.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "pybamm.print_citations()"
   ]
  }
 ],
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